Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:34:18.864463Z
Paper Citation Record · LEDGER
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs
As of 22 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2506.07542.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
8 of 8 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 81691823-c6ac-45ff-b484-253887075ba0 · outbound
This paper cites Its ability to detect pathological changes in specific retinal layers, such as macular edema1 and choroidal neovascularization, has made it invaluable for clinical diagnosis2.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs Its ability to detect pathological changes in specific retinal layers, such as macular edema1 and choroidal neovascularization, has made it invaluable for clinical diagnosis2
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:34:19.044877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aabb043b-0c06-4698-9ec4-674d748889f9 · outbound
This paper cites The challenge aimed at providing a benchmark for developing and evaluating the algorithms that are used for 3D OCT image generation from fundus photographs.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs The challenge aimed at providing a benchmark for developing and evaluating the algorithms that are used for 3D OCT image generation from fundus photographs
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:34:19.032543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b1ab48c-f52b-4a96-a560-0556188a280a · outbound
This paper cites an unresolved cited work.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:34:19.021451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cdd808ff-678a-4418-be0f-fcd5c5951ed6 · outbound
This paper cites an unresolved cited work.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:34:19.009544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1076fab4-0c5f-4e4d-9839-bc2381ef132b · outbound
This paper cites The following will introduce the teams using the aliases Algorithm 1-4.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs The following will introduce the teams using the aliases Algorithm 1-4
Reference 5
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T05:34:18.977005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 50a7c4c8-934b-4254-b5e7-de2788062883 · outbound
This paper cites The leaderboard rankings were determined exclusively using the FVD score in the final round, which emphasizes semantic similarity evaluation.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs The leaderboard rankings were determined exclusively using the FVD score in the final round, which emphasizes semantic similarity evaluation
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:34:18.998692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a8226435-fd27-4a29-bce2-7827c0580b59 · outbound
This paper cites It addresses a critical gap in ophthalmic imaging research and lays a robust foundation for future investigations in cross-modal medical image synthesis.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs It addresses a critical gap in ophthalmic imaging research and lays a robust foundation for future investigations in cross-modal medical image synthesis
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:34:18.987952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d53717b7-7e99-418a-b344-1c49eea25a46 · outbound
This paper cites Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition.
APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T05:34:18.900279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.